AI-Based Food & Restaurant Recommendation Platform for Toomboo


Toomboo is a client that envisioned a unique platform for recommending food and restaurants to users based on their preferences, likes, dislikes, social circles, events, and real-time needs. Toomboo wanted to simplify the process of finding the perfect dining experience, reducing hassle, and enhancing user satisfaction. They partnered with Ayraxs Technologies Inc to develop an advanced AI model that could analyze user data, personal history, and reviews to make tailored food and restaurant recommendations.

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Domain Challenges Solution

User Data Utilization

The challenge was to gather and utilize user data effectively to recommend food and restaurants based on their likes, dislikes, event planning, and nutrition preferences

Ayraxs Technologies Inc built a comprehensive data collection system that gathered user preferences, likes, dislikes, and event details. It also integrated with the user’s social circles to understand the food preferences of close friends and acquaintances.

Nutrition and Preference Analysis

Developing an AI model that could predict the user’s food and restaurant preferences in real time and

The AI model was designed to analyze user data, considering factors like nutrition preferences and dietary restrictions. By understanding the user’s likes and dislikes, the system could provide personalized food recommendations.

Training Data

To create an effective recommendation system, collecting and training the AI model required a substantial amount of user data and restaurant reviews.

To ensure the AI model’s accuracy, Ayraxs Technologies Inc gathered a vast amount of training data, including user behavior, restaurant reviews, and food descriptions. This data allowed the model to make informed recommendations based on user feedback and reviews.


  • Toomboo successfully launched the AI-based restaurant recommendation platform, significantly simplifying the process of finding suitable dining options for users.
  • The AI model developed by Ayraxs Technologies Inc effectively utilized user data to provide recommendations based on individual preferences, dietary requirements, and real-time needs.
  • The platform's predictive capabilities allowed users to receive recommendations for specific events or spontaneous dining, reducing the time and effort required to make food-related decisions.
  • Training the model with extensive data improved the accuracy of recommendations, enhancing user satisfaction and trust in the platform.
John Smith

Head of Enterprise ARM


Enterprise Engineering Solutions (EES) hired Ayraxs to build out its Digital Marketing Division. Tayabb spearheaded the project and methodically mapped out our requirements and brought on a team of highly competent engineers who are experts in Digital Marketing, Content Writing, Web Design, and Search Engine Optimization. The efforts of Tayabb’s team dramatically increased EES’s Search Engine Ranking, Web Site appeal, and Revenue. I highly recommend Tayabb for his technical leadership and Digital Marketing Expertise.

Grant Harris

(CEO - GTH Consulting LLC)


You provided great work on a short notice, which was very helpful. Your work was satisfactory. I would work with you again and/or refer you to others. Thanks.

Milton Helios

(CEO - Helios Hub)


“Tayyab is extremely knowledgeable. He was able to do everything far above expectations. I will definitely be working with him again in the future!”


(CEO - Enterprise engineering solutions)


I had the pleasure of working with   Ayraxs. Their leadership, organization, and project planning skills are second to none. I witnessed them lead a team of highly competent engineers who exceeded expectations on every project they worked on. I highly recommend Ayraxs for any Work. Their is an excellent communicators, have strong leadership skills, and a very hard workers.

Daniel Battaglia

(CEO -ParkingMadeEasy )


Tayyab was an absolute pleasure to work with. He was very patient, diligent and helpful. He had already researched my industry before I even posted the project. He is very proactive and provided a lot of his own ideas. He also has a strong grasp on the English language and it was a pleasure to have him work on my projects as he always wrote in clear, concise and professional manner. I would highly recommend Tayyab to anyone looking for help with their writing/editing needs

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Ayraxs Technologies Inc's AI-driven solution has revolutionized the dining experience for Toomboo users. The platform's ability to recommend restaurants and food options based on individual preferences, event planning, and real-time needs reduces the hassle of decision-making. By gathering and analyzing extensive user data, the AI model ensures that recommendations are tailored to each user's unique tastes and dietary restrictions. This development contributes to a more streamlined and user-centric approach to dining choices, enhancing Toomboo's mission to make finding the perfect meal an effortless and enjoyable experience.

Technology We Used

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